Honestly, I was disappointed: the valleys and peaks are too steep (even after applying logarithm to smooth them out) to have much appeal to a human brain. In 2d, the color transitions are smooth, resembling natural shorelines, whereas in 3d we see spikes which seem very artifical.

It still is an interesting exercise in Blender Python, so here are step by step instructions even for the absolute Blender beginners.